{"id":"W4388183943","doi":"10.1080/10409289.2023.2274302","title":"Can a Brief Professional Development Improve Early Childhood Educators’ Responsivity and Interaction Quality in Child Care Centers? A Cluster Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"Early Education and Development","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College; University of Toronto","funders":"","keywords":"Coaching; Early childhood education; Professional development; Psychology; Early childhood; General partnership; Medical education; Cluster randomised controlled trial; Faculty development; Randomized controlled trial; Intervention (counseling); Pedagogy; Nursing; Medicine; Developmental psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008089612,0.0017697,0.005206068,0.001075144,0.001244268,0.00161731,0.002062982,0.004244021,0.01096442],"category_scores_gemma":[0.01074691,0.0009657453,0.003805302,0.001128379,0.001951666,0.00187468,0.001273527,0.003276516,0.0009016653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272567,"about_ca_system_score_gemma":0.004546287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005775904,"about_ca_topic_score_gemma":0.006460425,"domain_scores_codex":[0.9923851,0.004367398,0.0008384064,0.001129385,0.0006314341,0.0006482862],"domain_scores_gemma":[0.9943011,0.00262779,0.0009508084,0.0005158077,0.00039851,0.001205923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9571019,0.01796684,0.0003582796,0.00267775,0.001908687,0.00002179255,0.00009413211,0.0003008028,0.0004850377,0.0001825345,0.0005934837,0.01830877],"study_design_scores_gemma":[0.9629534,0.0349256,0.0006914161,0.0001388172,0.0005048248,0.000004733836,0.00002246296,0.0002464222,0.000113363,0.0001126674,0.0002747175,0.00001148342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911226,0.009470808,0.004277775,0.002343846,0.003280624,0.08346272,0.001682304,0.0007464821,0.003613017],"genre_scores_gemma":[0.8506386,0.004214996,0.01453384,0.001729616,0.001025825,0.1233167,0.0006724293,0.00005039006,0.003817529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096442,"threshold_uncertainty_score":0.04278249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337019720824804,"score_gpt":0.3272907727930299,"score_spread":0.3139205755847819,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}